Computational Modeling Research Group

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The Computational Modeling Research Group aims to research fundamental technologies for modeling and processing events involving multiple modalities using physical, mathematical, statistical, and psychological models to realize valuable functions such as real-world sensing and communication function enhancement.

Group Leader Noboru Harada

Publications

2023

Peer-reviewed Conference Papers

  1. Kou Tanaka, Hirokazu Kameoka, Takuhiro Kaneko & Shogo Seki (2023). Distilling sequence-to-sequence voice conversion models for streaming conversion applications. Proc. IEEE Spoken Language Technology Workshop (SLT). Doha, Qatar.

2022

Journal Papers

  1. Kenji Ishikawa, Kohei Yatabe, Yasuhiro Oikawa, Yoshifumi Shiraki & Takehiro Moriya (2022). Speckle holographic imaging of sound field using fresnel lens. Optics Letters.
  2. Daisuke Niizumi, Daiki Takeuchi, Yasunori Ohishi, Noboru Harada & Kunio Kashino (2022). BYOL for audio: Exploring pre-trained general-purpose audio representations. IEEE/ACM Transactions on Audio Speech and Language Processing (TASLP).
  3. Marc Delcroix, Jorge Bennasar Vázquez, Tsubasa Ochiai, Keisuke Kinoshita, Yasunori Ohishi & Shoko Araki (2022). Soundbeam: target sound extraction conditioned on sound-class labels and enrollment clues for increased performance and continuous learning. IEEE/ACM Transactions on Audio, Speech and Language Processing (TASLP).
  4. Daisuke Niizumi, Daiki Takeuchi, Yasunori Ohishi, Noboru Harada & Kunio Kashino (2022). Masked Spectrogram Modeling using Masked Autoencoders for Learning General-purpose Audio Representations. Proceedings of Machine Learning Research (PMLR).
  5. Li Li, Kohei Yatabe, Hirokazu Kameoka & Shoji Makino (2022). FastMVAE2: On improving and accelerating the fast variational autoencoder-based source separation algorithm for determined mixtures. IEEE/ACM Transactions on Audio, Speech and Language Processing (TASLP).

Peer-reviewed Conference Papers

  1. Yasunori Ohishi, Marc Delcroix, Tsubasa Ochiai, Shoko Araki, Daiki Takeuchi, Daisuke Niizumi, Akisato Kimura, Noboru Harada & Kunio Kashino (2022). ConceptBeam: Concept driven target speech extraction. Proc. ACM International Conference on Multimedia(ACMMM). Lisbon, Portugal.
  2. Denny Hermawanto, Kenji Ishikawa, Kohei Yatabe & Yasuhiro Oikawa (2022). Visualization of microphone's acoustic center using phase-shifting interferometry. Proc. International Congress on Acoustics (ICA). Gyeongju,Korea.

Members

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